Gradient Descent Provably Optimizes Over-parameterized Neural Networks.

Simon S. Du Xiyu Zhai Barnabás Póczos Aarti Singh

Published in: ICLR (Poster) (2019)

Keyphrases

neural network
learning rules
back propagation
pattern recognition
cost function
fuzzy logic
artificial neural networks

feed forward
fault diagnosis
fuzzy systems
multilayer perceptron
activation function
objective function
genetic algorithm

loss function
error function
radial basis function
neural nets
feedforward neural networks
database
mumford shah functional

training algorithm
worst case
decision trees
information systems
search engine
data sets